{
    "add": {
        "tests": [
            "add_1_qi16",
            "add_1x32x32x8_qi8"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "average_pool_2d": {
        "alternate_names": [
            "avg_pool2d"
        ],
        "tests": [
            "average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11",
            "average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22",
            "average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11",
            "average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12",
            "average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "concatenation": {
        "tests": [
            "concatenation_concat_13x21x3_i32_axis_0",
            "concatenation_concat_14x19_i32_axis_1",
            "concatenation_concat_1x32x32x8_i32_axis_2",
            "concatenation_concat_64_i32_axis_m1",
            "concatenation_concatv2_13x21x3_i32_axis_1",
            "concatenation_concatv2_1x32x32x8_i32_axis_m2",
            "concatenation_concatv2_1x7x7x9_i32_axis_m3",
            "concatenation_concatv2_64_i32_axis_0"
        ],
        "alternate_names": [
            "concat",
            "concatv2"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "conv_2d": {
        "alternate_names": [
            "conv2d"
        ],
        "tests": [
            "conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21",
            "conv_2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11",
            "conv_2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22",
            "conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12",
            "conv_2d_bias_5x5_1x7x7x9_qu8_st22_padSAME_dilat12",
            "conv_2d_relu_1x1_1x32x32x8_qi8",
            "conv_2d_relu_3x3_1x4x8x19_qu8",
            "conv_2d_relu6_3x3_1x8x4x17_qi8",
            "conv_2d_relu6_5x5_1x4x8x19_qu8",
            "conv_2d_relu_n1_to_1_3x3_1x32x32x8_qu8",
            "conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8",
            "conv_2d_tanh_3x3_1x7x7x9_qi8",
            "conv_2d_tanh_5x5_1x32x32x8_qu8"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "depthwise_conv_2d": {
        "alternate_names": [
            "depthwise_conv2d"
        ],
        "tests": [
            "depthwise_conv_2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21",
            "depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11",
            "depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12",
            "depthwise_conv_2d_bias_1x1_1x4x4x4_qu8_st11_padSAME_dilat11",
            "depthwise_conv_2d_bias_3x3_1x32x32x8_qu8_st11_padVALID_dilat22"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "fully_connected": {
        "alternate_names": [
            "matmul"
        ],
        "tests": [
            "fully_connected_1x4x4x4_qi8",
            "fully_connected_13x21x3_qu8",
            "fully_connected_14x19_qi8"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "leaky_relu": {
        "tests": [
            "leaky_relu_1_qi16_0",
            "leaky_relu_14x19_qi8_0",
            "leaky_relu_13x21x3_qu8_0",
            "leaky_relu_1x4x8x19_qi16_0"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "logistic": {
        "alternate_names": [
            "sigmoid"
        ],
        "tests": [
            "logistic_13x21x3_qu8",
            "logistic_1x8x4x17_qi8",
            "logistic_64_qi16"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "max_pool_2d": {
        "alternate_names": [
            "max_pool2d"
        ],
        "tests": [
            "max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11",
            "max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22",
            "max_pool_2d_1x4x8x19_qu8_st21_padVALID_kern22",
            "max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21",
            "max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "minimum": {
        "alternate_names": [
            "min"
        ],
        "tests": [
            "minimum_1x4x4x4_i32",
            "minimum_64_i32"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "mul": {
        "tests": [
            "mul_13x21x3_qi16",
            "mul_1x4x8x19_qu8"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "pack": {
        "alternate_names": [
            "stack"
        ],
        "tests": [
            "pack_13x21x3_i32_axis0",
            "pack_14x19_i32_axis1",
            "pack_1x7x7x9_i32_axis2",
            "pack_1x8x4x17_i32_axis4"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "reshape": {
        "tests": [
            "reshape_14x19_i32_rank1",
            "reshape_13x21x3_i32_rank3",
            "reshape_1x32x32x8_i32_rank2"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "resize_bilinear": {
        "alternate_names": [
            "resize"
        ],
        "tests": [
            "resize_bilinear_1x32x32x8_qi16_bilinear_align0_half1_scale3",
            "resize_bilinear_1x4x4x4_qi8_bilinear_align1_half0_scale1"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "resize_nearest_neighbor": {
        "alternate_names": [
            "resize"
        ],
        "tests": [
            "resize_nearest_neighbor_1x4x8x19_qu8_nearest_align0_half1_scale2",
            "resize_nearest_neighbor_1x8x4x17_qi8_nearest_align0_half0_scale3"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "softmax": {
        "tests": [
            "softmax_1_qi8",
            "softmax_14x19_qi16",
            "softmax_1x32x32x8_qu8"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "split": {
        "tests": [
            "split_3x1x1x7_i32_splitv_axis0",
            "split_13x21x3_i32_split3_axis1",
            "split_1x4x8x19_i32_splitv_axis2",
            "split_64_i32_split2_axis0"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "strided_slice": {
        "tests": [
            "strided_slice_13x21x3_i32_perm0",
            "strided_slice_14x19_i32_perm1",
            "strided_slice_64_i32_perm3"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    },
    "tanh": {
        "tests": [
            "tanh_13x21x3_qu8",
            "tanh_14x19_qi8",
            "tanh_1x8x4x17_qi16"
        ],
        "profile": [
            "tosa-bi",
            "tosa-mi"
        ]
    }
}